Research: papers / summaries / reproduction
Engineering: automation / debugging / scripts
Quant: backtesting / analytics / visualization
Data retrieval: public web & APIs
Automation: schedules & pipelines
Collab: Telegram + file delivery
Self-heal: auto network recovery
Logging: Desktop + website logs
Mail: Gmail read/write + push triggers
To level up: add web search (Brave key), stabilize browser automation, build curated data sources.